A cooperative modulation recognition: New paradigm for power line networks in smart grid; Physical Communication; Vol. 25

A cooperative modulation recognition: New paradigm for power line networks in smart grid; Physical Communication; Vol. 25

Bibliographic Details
Parent link:Physical Communication
Vol. 25.— 2017.— [P. 268-276]
Corporate Author: Национальный исследовательский Томский политехнический университет Инженерная школа информационных технологий и робототехники Научно-образовательный центр "Автоматизация и информационные технологии"
Other Authors: Yu Hai, Shi Liuqiang, Qian Yuwen, Shu Feng, Li Jun, Zhao Yixueying, Dzhayakodi (Jayakody) Arachshiladzh D. N. K. Dushanta Nalin Kumara
Summary:Title screen
Power Line communication (PLC) is an attractive approach to provide information transfer services for future smart grids. However, since various modulations are adopted, it is a great challenge to add new nodes to collect the data from the devices or sensors in in-home PLC networks. In this paper, we propose an approach to automatically access to the PLC network by identifying the modulation of signals. To improve the correct recognition rate on identification of modulations, we propose a multiple input and multiple output (MIMO) based cooperative modulation identification scheme. After receiving the recognition results from accessing nodes, the central server makes the comprehensive and accurate recognition decision on the modulation of the PLC network. Furthermore, the fourth-order cumulants for multiple users are adopted as the feature for this modulation classifier. With the feature, we propose an improved modulation classification algorithm based on the maximum likelihood. Simulations show that a high detection rate and low false positive rate can be achieved as we employ the cooperative modulation identifying scheme and the improved recognition algorithm.
Режим доступа: по договору с организацией-держателем ресурса
Language:English
Published: 2017
Subjects:
электронный ресурс
труды учёных ТПУ
smart grid
in-home network
power line communication
mimo
modulation identification
умные сети
электроснабжение
линии электропередачи
модуляция
Online Access:https://doi.org/10.1016/j.phycom.2017.05.006
Format: Electronic Book Chapter
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=665867

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